a token intelligence platform for AI agents that treats…Deep-reviewed

What they're building

We're building a token intelligence platform for AI agents that treats tokens as a scarce resource. Instead of allowing agents to consume context and compute blindly, our system monitors every decision, allocates token budgets dynamically, tracks ROI per token spent, detects wasteful reasoning loops, and routes tasks to the most cost-efficient models. By combining agent orchestration, real-time cost attribution, token economics, and intelligent model routing, we help AI systems achieve the same outcomes with dramatically lower inference costs, faster response times, and greater scalability. Think of it as a financial operating system for AI agents, where every token is accounted for and every agent must justify its spend.